Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-06 1.070625 1.297086 1.585174 1.989453 2.561414 3.375186 4.691637
2025-04-13 0.756363 0.999238 1.353684 1.945042 2.996790 5.030541 10.218818
2025-04-20 0.636404 0.894195 1.310808 2.110894 3.866455 8.616816 32.615623
2025-04-27 0.550952 0.808057 1.255197 2.212445 4.728267 14.366989 170.180233
2025-05-04 0.479294 0.723716 1.171030 2.207975 5.356822 22.226013 6643.074866
2025-05-11 0.418960 0.645250 1.074234 2.127188 5.700918 31.741535 NaN
2025-05-18 0.382970 0.602966 1.036983 2.176051 6.620756 58.764443 NaN
2025-05-25 0.357823 0.575847 1.023636 2.284338 8.049524 151.152983 NaN
2025-06-01 0.330056 0.539089 0.980426 2.286407 9.029956 410.829476 NaN
2025-06-08 0.301727 0.497306 0.917334 2.199961 9.382116 1081.910669 NaN
2025-06-15 0.287235 0.481208 0.910896 2.302242 11.457655 NaN NaN
2025-06-22 0.270288 0.457854 0.882269 2.314512 12.971579 NaN NaN
2025-06-29 0.251532 0.429177 0.836812 2.251153 13.736736 NaN NaN
2025-07-06 0.235663 0.405083 0.799468 2.208023 14.796878 NaN NaN
2025-07-13 0.230264 0.402719 0.818071 2.409850 20.796427 NaN NaN
2025-07-20 0.222380 0.393941 0.817807 2.533426 27.386790 NaN NaN
2025-07-27 0.211503 0.377331 0.792883 2.528051 31.515241 NaN NaN
2025-08-03 0.199226 0.356474 0.752870 2.429989 32.290044 NaN NaN
2025-08-10 0.192075 0.346675 0.743304 2.489270 40.679577 NaN NaN
2025-08-17 0.187090 0.341362 0.746022 2.621061 58.221313 NaN NaN
2025-08-24 0.179664 0.329668 0.727735 2.623585 70.286146 NaN NaN
2025-08-31 0.170669 0.313604 0.694010 2.518320 70.938089 NaN NaN
2025-09-07 0.166795 0.309397 0.696438 2.642906 109.380722 NaN NaN